31 citations · 38 across the 8 of their papers we have counts for
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cs.AI2017★ 2 cited
A Robust Genetic Algorithm for Learning Temporal Specifications from Data
Laura Nenzi, Simone Silvetti, Ezio Bartocci +1
We consider the problem of mining signal temporal logical requirements from a dataset of regular (good) and anomalous (bad) trajectories of a dynamical system. We assume the traini…
cs.LO2017★ 31 cited
An Active Learning Approach to the Falsification of Black Box Cyber-Physical Systems
Simone Silvetti, Alberto Policriti, Luca Bortolussi
Search-based testing is widely used to find bugs in models of complex Cyber-Physical Systems. Latest research efforts have improved this approach by casting it as a falsification p…